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AdamAdham/README.md

Machine Learning Engineer / Data Scientist

🔭 Working on probabilistic modeling in time series problems.
📖 Exploring the math behind Bayesian modeling.
🤝 Open to collaboration on applied ML projects.
📧 Contact me: adamfayek6@gmail.com.
📄 See my experiences on Linkedin: adam-adham or view my CV.

Core Skills 🤖

Python logo TensorFlow logo Keras logo scikit-learn logo pytorch logo pandas logo numpy logo matplotlib logo git logo docker logo fastapi logo googlecloud logo

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  1. stock-return-prediction stock-return-prediction Public

    Stock return prediction using Mixture of Experts (MoE) architecture with Monte Carlo (MC) Dropout for uncertainty quantification and risk-aware decision making.

    Python

  2. pdf-tables-extraction pdf-tables-extraction Public

    An end-to-end, automated PDF-to-CSV processing system leveraging computer vision, OCR, and large language models (LLMs) for highly accurate tabular data extraction.

    Python

  3. fpl-assistant fpl-assistant Public

    A Retrieval-Augmented Generation (RAG) system for intelligent Fantasy Premier League analysis using Neo4j knowledge graphs, semantic embeddings, and large language models.

    Python

  4. stock-portfolio-pipeline stock-portfolio-pipeline Public

    End-to-end stock portfolio data pipeline with Airflow for orchestration, Kafka for real-time streaming, Postgres for storage, Spark for analytics, AI for insights, and Streamlit for visualization.

    Python

  5. database-engine database-engine Public

    A lightweight Java-based database engine supporting table management, CRUD operations, and B+ tree indexing. Ideal for learning core database concepts, memory-efficient storage, and query optimizat…

    Java 1

  6. computer-architecture-model computer-architecture-model Public

    A simplified model of a computer architecture, encapsulating the processor, memory and instruction format.

    C